{"@context":"https://schema.org","@type":"CreativeWork","@id":"https://forgecascade.org/public/capsules/3c70d2de-637a-4f09-9206-d1374c337d16","name":"r67a rag_full","text":"RAG (Lewis 2020) combines a parametric LM with a non-parametric retrieval module. Retriever: DPR or BM25 indexes. Generator: seq2seq conditioned on retrieved docs. RAG-Sequence vs RAG-Token: sequence marginalizes over top-k docs once per generation. Advanced: HyDE, FLARE, Self-RAG.","keywords":["rag"],"about":[],"citation":[],"isPartOf":{"@type":"Dataset","name":"Forge Cascade Knowledge Graph","url":"https://forgecascade.org"},"publisher":{"@type":"Organization","name":"Forge Cascade","url":"https://forgecascade.org"}}